Quantile sensitivity measures based on subset simulation importance sampling. - Shufang Song; Zhiwei Bai; Sergei S. Kucherenko; Lu Wang 016; Caiqiong Yang (Reliab. Eng. Syst. Saf., 2021)

Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks. - Zhiwei Bai; Tao Luo 012; Zhi-Qin John Xu; Yaoyu Zhang (CoRR, 2022)

Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. - Yaoyu Zhang; Zhongwang Zhang; Leyang Zhang; Zhiwei Bai; Tao Luo 012; Zhi-Qin John Xu (CoRR, 2022)

Optimistic Estimate Uncovers the Potential of Nonlinear Models. - Yaoyu Zhang; Zhongwang Zhang; Leyang Zhang; Zhiwei Bai; Tao Luo 012; Zhi-Qin John Xu (CoRR, 2023)

Structural reliability analysis based on neural networks with physics-informed training samples. - Zhiwei Bai; Shufang Song (Eng. Appl. Artif. Intell., 2023)

Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion. - Zhiwei Bai; Jiajie Zhao; Yaoyu Zhang (NeurIPS, 2024)

A Novel Combined GAN for Defects Generation Using Masking Mechanisms. - Zhiwei Bai; Bo Li; Xiaoqian Ma; Li Cheng (PRCV (4), 2024)

Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target. - Jiajie Zhao; Zhiwei Bai; Yaoyu Zhang (CoRR, 2024)

Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. - Yaoyu Zhang; Leyang Zhang; Zhongwang Zhang; Zhiwei Bai (CoRR, 2024)

Elastic Reed-Solomon Codes for Efficient Redundancy Transitioning in Distributed Key-Value Stores. - Si Wu 003; Zhirong Shen; Patrick P. C. Lee; Zhiwei Bai; Yinlong Xu (IEEE/ACM Trans. Netw., 2024)

Physics-based pruning neural network for global sensitivity analysis. - Zhiwei Bai; Shufang Song (Reliab. Eng. Syst. Saf., 2025)

Scalable Complexity Control Facilitates Reasoning Ability of LLMs. - Liangkai Hang; Junjie Yao; Zhiwei Bai; Tianyi Chen; Yang Chen; Rongjie Diao; Hezhou Li; Pengxiao Lin; Zhiwei Wang; Cheng Xu; Zhongwang Zhang; Zhangchen Zhou; et al. (CoRR, 2025)

Adaptive Preconditioners Trigger Loss Spikes in Adam. - Zhiwei Bai; Zhangchen Zhou; Jiajie Zhao; Xiaolong Li; Zhiyu Li; Feiyu Xiong; Hongkang Yang; Yaoyu Zhang; Zhi-Qin John Xu (CoRR, 2025)